
Token Spend Isn't a KPI. It's a Bill.→
AI Strategy
Token spend is easy to grab from the billing console. Customer outcomes aren't. Leadership that treats spend like a strategy is measuring the wrong thing on purpose.

AI Strategy
Token spend is easy to grab from the billing console. Customer outcomes aren't. Leadership that treats spend like a strategy is measuring the wrong thing on purpose.

Product Management
AI is shrinking the handoff layer that used to define much of PM work. The role that remains is judgment: holding user, technical, and business reality together in real time.

Product Management
What used to ship as version one wouldn't survive a free trial today — and AI-assisted development has no excuse for the gap.

AI Strategy
Companies aren't failing at AI because the technology doesn't work. They're failing because they treat it like a software purchase instead of a behavior change.

AI Strategy
AI should not be one person’s job. Build a culture where every team asks whether AI adds meaningful leverage—starting from the job to be done.